MathCastle
Statistics & DataSuperchallengeSampling Distributions

Sampling Distributions · Superchallenge problem

Lab 1 measures a quantity n1=25n_1 = 25 times with an instrument of SD 1010; Lab 2 measures it n2=100n_2 = 100 times with an instrument of SD 3030. All measurements are independent and unbiased. The labs combine their sample means as wxˉ1+(1−w)xˉ2w\bar x_1 + (1-w)\bar x_2. What is the smallest possible variance of this combined estimate? Express your answer as a common fraction.